| Presentation | 2000/11/2 Associative Memory Using Neurons Having Refractory Period Mikio ODA, Hiromi MIYAJIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In autocorrelation associative memory using a neural netwoek, monotone activation function is used in order to guarantee the network convergence. However, the network has disadvantage of having poor memory capacity and spurious memory while it has advantage of the simplicity of its structure of the memory. In the paper, autocorrelation associative memory using a neural network with neurons having refractory period is proposed, and the proposed memory is evaluated by computer simulation compared with conventional models. It shows that the proposed network has much more memory capacity than hopfield network on the condition of guaranteeing the network convergence. In addition, the network is also shown to has more memory capacity than a conventional improved model, nonmonotone activation function model in the case that the network does not guarantee to converge. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Associative Memory / Autocorrelation / Refractory Period / Monotone Function |
| Paper # | CAS 2000-64,CST 2000-19 |
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| Conference Information | |
| Committee | CST |
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| Conference Date | 2000/11/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Concurrent System Technology (CST) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Associative Memory Using Neurons Having Refractory Period |
| Sub Title (in English) | |
| Keyword(1) | Associative Memory |
| Keyword(2) | Autocorrelation |
| Keyword(3) | Refractory Period |
| Keyword(4) | Monotone Function |
| 1st Author's Name | Mikio ODA |
| 1st Author's Affiliation | Kurume National College of Technology() |
| 2nd Author's Name | Hiromi MIYAJIMA |
| 2nd Author's Affiliation | Faculty of Engineering, Kagoshima University |
| Date | 2000/11/2 |
| Paper # | CAS 2000-64,CST 2000-19 |
| Volume (vol) | vol.100 |
| Number (no) | 417 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |